Effectiveness of Radiomics-Based Machine Learning Models in Differentiating Pancreatitis and Pancreatic Ductal Adenocarcinoma: Systematic Review and Meta-Analysis by Lechang Zhang, Dewei Li, Tong Su, Tong Xiao, Shulei Zhao

“…MethodsPubMed, Embase, Cochrane, and Web of Science were searched for relevant studies up to June 29, 2024. …”
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Enhancing Youbike Redistribution System: A Study on Station Recommendation Using a Genetic Algorithm by Yang-Chou Juan, Yi-Chung Chen, Wei-Ting Chen, Chieh Yang, Chia-Tzu Liu, Yi-Ci Hou, Yi-Hsuan Tsai

“…A genetic algorithm then determined optimal station configurations and provided return station recommendations, considering user destinations and station dock ratios, while minimizing manual redistribution. …”
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Ultrasound-Assisted Enhancement of Gel Properties in <i>Hypomesus olidus</i> Surimi by Yuan Fu, Guochuan Jiang, Xing Sun, Shuibing Yang, Jiahang Yu, Xuejun Liu, Liyan Wang, Shuangjie Zhu

“…This study investigated the effects of ultrasonic power (100, 200, 400, 800 W) and time (5, 10, 15, and 20 min) on gel properties to establish optimal processing conditions. Results demonstrated that moderate ultrasonic treatment (200 W, 10 min) significantly enhanced gel quality, yielding a dense, uniform network with improved (<i>p</i> < 0.05) functionality: thr water-holding capacity increased by 35.88%, gel strength increased by 143.75%, and textural properties (hardness, cohesiveness, springiness, gumminess, chewiness) improved by 124.02%, 25%, 8.69%, 201.29%, 188.08% while maintaining color stability (1.59% whiteness increase). …”
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A Neural Network Model for Intelligent Classification of Distal Radius Fractures Using Statistical Shape Model Extraction Features by Xing‐bo Cai, Ze‐hui Lu, Zhi Peng, Yong‐qing Xu, Jun‐shen Huang, Hao‐tian Luo, Yu Zhao, Zhong‐qi Lou, Zi‐qi Shen, Zhang‐cong Chen, Xiong‐gang Yang, Ying Wu, Sheng Lu

“…Studies have shown that in emergency settings, the misdiagnosis rate of hand/wrist fractures can reach up to 29%, particularly among non‐specialist physicians due to a high workload and limited experience. While existing AI methods can detect fractures, they typically require large training datasets and are limited to fracture detection without type classification. …”
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Vancomycin dosing in neonates: enhancing outcomes using population pharmacokinetics and simulation by Sílvia M. Illamola, Jiraganya (JJ) Bhongsatiern, Jiraganya (JJ) Bhongsatiern, Angela K. Birnbaum, Angela K. Birnbaum, Shaun S. Kumar, Joshua D. Courter, David B. Haslam, Karel Allegaert, Karel Allegaert, Karel Allegaert, David M. Reith, Pankaj B. Desai, Catherine M. Sherwin, Catherine M. Sherwin, Catherine M. Sherwin, Catherine M. Sherwin, Catherine M. Sherwin

“…Population pharmacokinetics (PopPK) models allow optimized dosing by incorporating neonatal-specific factors such as postmenstrual age (PMA), gestational age (GA), serum creatinine (SCr), and weight.ObjectiveTo develop optimized vancomycin dosing regimens for neonates that achieve an 80% probability of target attainment (PTA) for an AUC24/MIC ≥ 400 mg h/L across diverse clinical cohorts and simulated neonatal populations.MethodsReal-world data from three international centers (Belgium, New Zealand, USA), including 610 individuals and 2399 vancomycin concentrations, were used to externally evaluate a previously published PopPK model (NONMEM®). …”
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Sistem Pendukung Keputusan untuk Pemilihan Pupuk Padi Berbasis AHP dan Pembobotan ROC Dengan Pengujian User Validation by Mayang Anglingsari Putri, Risqy Siwi Pradini, Agung Setia Budi, Denisha Trihapningsari Trihapningsari

“…The goal of the research is to design and implement a DSS integrating AHP and ROC methods to provide optimal fertilizer recommendations based on the specific conditions of UD. …”
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Prediction of Rut Depth in Soil Caused by Wheels Using Artificial Neural Networks by N. Farhadi, A. Mardani, A. Hosainpour, B. Golanbari

“…The findings of this study hold significant practical implications, facilitating the development for the creation of more efficient agricultural practices, while simultaneously minimizing environmental impact. …”
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Dynamic response modeling of mine water flooding following grouting and rehabilitating of coalbed water-conducting channels by Xin Li, Xiaofeng Xiong, Ge Chen, Zhimin Xu, Weixiao Chen, Yajun Sun

“…Abstract Background To optimize strategies for blocking coalbed aquifer water-conducting channels using grouting techniques.This study addresses dynamic water-blocking challenges in coalbed aquifers by introducing two novel materials—superabsorbent polymers (SAPs) and low-carbon cementitious materials (LCMs)—and developing optimized grouting strategies for hydrogeological pathway sealing. …”
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Performance Analysis of Stellar Refraction Autonomous Navigation for Cross-Domain Vehicles by Yuchang Xu, Yang Zhang, Xiaokang Wang, Guanbing Zhang, Guang Yang, Hong Yuan

“…In addition, shorter sampling intervals improved accuracy and filter stability, while longer intervals introduced greater integration drift. …”
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Real-Time Object Detector for Medical Diagnostics (RTMDet): A High-Performance Deep Learning Model for Brain Tumor Diagnosis by Sanjar Bakhtiyorov, Sabina Umirzakova, Musabek Musaev, Akmalbek Abdusalomov, Taeg Keun Whangbo

“…Methods: The RTMDet model incorporates novel depthwise convolutional blocks designed to reduce computational load while maintaining diagnostic precision. …”
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Comparative Analysis of Surgical Techniques for Anterior Cruciate Ligament Reconstruction: A Prospective Analysis by Mohammed Shahid, H D Bharath, V M Srujan, Aravind J Devendrappa, Hiranya Kumar

“…Introduction: Anterior cruciate ligament (ACL) injuries are common in active individuals and athletes, necessitating effective surgical interventions for optimal recovery. There are various techniques available for ACL reconstruction. …”
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Integration of smart sensors and IOT in precision agriculture: trends, challenges and future prospectives by Sheikh Mansoor, Shahzad Iqbal, Simona M. Popescu, Song Lim Kim, Yong Suk Chung, Jeong-Ho Baek

“…Traditional farming methods, effective for generations, struggle to meet rising global food demands due to limitations in productivity, efficiency, and sustainability amid climate change and resource scarcity. …”
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Topics of Study in Under-18 Padel Categories: A Scoping Review by Iván Martín-Miguel, Diego Muñoz, Rafael Conde-Ripoll, Álvaro Bustamante-Sánchez, Bernardino J. Sánchez-Alcaraz, Adrián Escudero-Tena

“…The findings suggest that a search-based teaching methodology enhances skill acquisition more effectively than traditional methods. Modifying the court dimensions (20 × 10 m to 10 × 6 m) and ball pressure optimizes learning in early training (~8–10 years). …”
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Microencapsulation of Analgesics as an Analog Form of Medicine by Aidana Nakipekova, Bates Kudaibergenova, Arkady S. Abdurashitov, Gleb B. Sukhorukov

“…The primary objective is to identify the most suitable polymer type, particle size, and morphology for encapsulating a water-soluble crystalline drug. Optimizing these parameters may enhance structural stability and prolong the release of this active substance. …”
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No correlation to collagen synthesis disorders in patients with Perthes’ disease: a nationwide Swedish register study of 3433 patients by M Lindblad, M Bladh, H Björnsson-Hallgren, G Sydsjö, T Johansson

“…A secondary aim was to see if the children with both disorders had less optimal birth characteristics than the rest. Methods Swedish national registers were used to collect data on children diagnosed with Perthes’ disease or a collagen synthesis disorder. …”
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High normal blood pressure and left ventricular structural and functional disorders in young adults by E. K. Shavarova, I. A. Khomova, Zh. D. Kobalava, E. I. Kirpichnikova, N. E. Ezhova, E. I. Bazdyreva

“…In young people, the prevalance of HMOD is comparable in the groups with high normal BP and HTN, while significant differences were found between the group with optimal+normal BP levels and patients with HTN and high normal BP. …”
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Modeling Mechanical Properties of Industrial C-Mn Cast Steels Using Artificial Neural Networks by Saurabh Tiwari, Seongjun Heo, Nokeun Park, Nagireddy Gari S. Reddy

“…The model provides an efficient alternative to costly experimental trials for optimizing C-Mn steels, with prediction errors consistently below 6% compared with 8–20% for traditional empirical methods. …”
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Enhancing smart city sustainability with explainable federated learning for vehicular energy control by Khalid Ishaq Abdullah Almaazmi, Saif Jasim Almheiri, Muhammad Adnan Khan, Asghar Ali Shah, Sagheer Abbas, Munir Ahmad

“…It efficiently analyzes real-time traffic, vehicle energy states, and grid load balancing while preserving privacy. Experimental results show that the proposed Multi-Layer Perceptron (MLP)-based global model achieves superior predictive accuracy, with R² values of 94.73% for energy consumption and 99.83% for traffic density, significantly outperforming previous methods.…”
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Influence of preanalytical variables on the quality of cell-free DNA. Biobanking of cell-free DNA material by V. A. Kondratskaya, M. S. Pokrovskaya, Yu. V. Doludin, A. L. Borisova, A. S. Limonova, А. N. Meshkov, O. M. Drapkina

“…In most cases, cfDNA is isolated from blood derivatives (serum and plasma), while it is most correct to use blood plasma for cfDNA isolation. …”
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Sustainable Soil Stabilization Approach Utilizing Rice Husk Ash and Hydrated Lime for Enhancing Poor Subgrade Soil in Arkansas by Fares Tarhuni, Mohammad Uddin, Zahid Hossain

“…The findings of this proof-of-concept research hold substantial potential for the construction industry in Arkansas, offering cost-effective alternatives to conventional soil stabilization methods while promoting the sustainable and environmentally conscious use of RHA.…”
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